A computer creates an invitation on a social network. The computer receives data from a social networking post, and identifies in the data from the social networking post information about a future event that a first member of a social network intends to participate in. The computer determines an invitation template based on the information about the future event, and generates an invitation to a second member of the social network for the future event based on the information about the future event and based on the invitation template. The invitation template can be determined based on one or more of an event type and event subtype in an event record. The invitation can be generated by populating the template with information in the social networking post, other information in the social network, or other information not in the social network.
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1. A method for creating an invitation on a social network, the method comprising the steps of:
receiving data from a social networking post, by one or more computer processors;
identifying in the data from the social networking post information about a future event that a first member of a social network intends to participate in, by the one or more computer processors;
determining the future event based on the information about the future event, by the one or more computer processors, wherein the future event includes a plurality of blank event records;
responsive to determining the future event, determining, by the one or more computer processors, whether a number of blank event records of the plurality of blank event records are filled in with event information for the future event is above a threshold;
responsive to determining that the number of blank event records of the plurality of blank event records are filled in with event information for the future event is above the threshold, determining, by the one or more computer processors, a list of invitation templates based on the future event, wherein the list of invitation templates includes two or more invitation templates;
transmitting, by the one or more computer processors, the list of invitation templates to the user;
receiving, by the one or more computer processors, an indication from the user, wherein the indication includes a selection of an invitation template of the two or more invitation templates; and
generating an invitation to a second member of the social network for the future event based on the information about the future event and based on the indicated invitation template, by the one or more computer processors.
6. A computer program product for creating an invitation on a social network, the computer program product comprising:
one or more computer readable tangible storage devices and program instructions stored on at least one of the one or more storage devices, the program instructions comprising:
program instructions to receive data from a social networking post;
program instructions to identify in the data from the social networking post information about a future event that a first member of a social network intends to participate in;
program instructions to determine the future event based on the information about the future event, wherein the future event includes a plurality of blank event records;
program instructions to, in response to determining the future event, determine whether a number of blank event records of the plurality of blank event records are filled in with event information for the future event is above a threshold;
program instructions to, in response to determining that the number of blank event records of the plurality of blank event records are filled in with event information for the future event is above the threshold, determine a list of invitation templates based on the future event, wherein the list of invitation templates includes two or more invitation templates;
program instructions to transmit the list of invitation templates to the user;
program instructions to receive an indication from the user, wherein the indication includes a selection of an invitation template of the two or more invitation templates; and
program instructions to generate an invitation to a second member of the social network for the future event based on the information about the future event and based on the indicated invitation template.
11. A system for creating an invitation on a social network, the system comprising:
one or more processors, one or more computer readable memories, one or more computer readable tangible storage devices, and program instructions stored on at least one of the one or more storage devices for execution by at least one of the one or more processors via at least one of the one or more memories, the program instructions comprising:
program instructions to receive data from a social networking post;
program instructions to identify in the data from the social networking post information about a future event that a first member of a social network intends to participate in;
program instructions to determine the future event based on the information about the future event, wherein the future event includes a plurality of blank event records;
program instructions to, in response to determining the future event, determine whether a number of blank event records of the plurality of blank event records are filled in with event information for the future event is above a threshold;
program instructions to, in response to determining that the number of blank event records of the plurality of blank event records are filled in with event information for the future event is above the threshold, determine a list of invitation templates based on the future event, wherein the list of invitation templates includes two or more invitation templates;
program instructions to transmit the list of invitation templates to the user;
program instructions to receive an indication from the user, wherein the indication includes a selection of an invitation template of the two or more invitation templates; and
program instructions to generate an invitation to a second member of the social network for the future event based on the information about the future event and based on the indicated invitation template.
2. The method of
3. The method of
transmitting the invitation for sending to a user device of the second member of the social network, by the one or more computer processors.
4. The method of
receiving a correction to the information about the future event from a user device of the first member of the social network, by the one or more computer processors.
5. The method of
responsive to determining that the number of blank event records of the plurality of blank event records are filled in with event information for the future event is below the threshold, receiving additional information about the future event from a user device of the first member of the social network, by the one or more computer processors.
7. The computer program product of
8. The computer program product of
program instructions to transmit the invitation for sending to a user device of the second member of the social network.
9. The computer program product of
program instructions to receive a correction to the information about the future event from a user device of the first member of the social network.
10. The computer program product of
program instructions to, in response to determining that the number of blank event records of the plurality of blank event records in the invitation are filled in with event information for the future event is below the threshold, receive additional information about the future event from a user device of the first member of the social network.
12. The system of
13. The system of
program instructions to transmit the invitation for sending to a user device of the second member of the social network.
14. The system of
program instructions to receive a correction to the information about the future event from a user device of the first member of the social network.
15. The system of
program instructions to, in response to determining that the number of blank event records of the plurality of blank event records in the invitation are filled in with event information for the future event is below the threshold, receive additional information about the future event from a user device of the first member of the social network.
16. The method of
17. The computer program product of
18. The system of
19. The method of
20. The computer program product of
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The present invention relates generally to event determination and template-based invitation generation, and more particularly to determining an event based on a social networking post, determining an invitation template based on the event, and generating an invitation based on the template to the event in a social network.
Online social networks are well known, and examples include LinkedIn, Google+, Facebook, and various additional online social utilities that support social networking. Such social networks can grow as their members discover and connect with like-minded or compatible people who have similar interests or experiences. Without social networks, identifying like-minded people often requires a substantial amount of time and effort, because identifying new people with common interests for friendships is difficult. For example, when two strangers meet, it may take a long conversation to discover their common interests or experiences. Social networks often attempt to streamline or even automate this process.
Social networks track and enable connections between their members (including people, businesses, and other entities). In particular, social networking websites allow their members to efficiently communicate information that is relevant to friends or other connections on the social network. Social networks typically incorporate a system for maintaining connections among members in the social network and for maintaining links to content that is likely to be relevant to the members. Social networks also collect and maintain information about their members. This information may be substantially static, such as employer, job type, age, music preferences, interests, and a variety of other attributes, or it may be more dynamic, such as a member's geographic location, or his or her actions within the social network.
A typical modern computer-implemented social networking application allows each member to provide some biographical information, to identify his or her interests, and to make social networking posts about his or her status and daily life. Social networks can also suggest to the member other members with compatible interests. For example, each member can fill out a profile or provide other personal data such as professional interests, career information, and interests in music, books, and movies. Matching algorithms can then use the profile to match members with other members who are deemed compatible by the algorithms, under the assumption, for example, that matching people's interests and values can lead to successful new friendships or relationships within (or outside of) the social network.
Typically, when a member of a social network wishes to share information with other members of the social network, the member uploads or copies and pastes the information to a location on the social network as a social networking post, or sends the information in the form of a private message or email to other members.
Embodiments of the present invention provide for a program product, system, and method in which a computer creates an invitation on a social network. The computer receives data from a social networking post, and identifies in the data from the social networking post information about a future event that a first member of a social network intends to participate in. The computer determines an invitation template based on the information about the future event, and generates an invitation to a second member of the social network for the future event based on the information about the future event and based on the invitation template. The invitation template can be determined based on one or more of an event type and event subtype in an event record. The invitation can be generated by populating the template with information in the social networking post, other information in the social network, or other information not in the social network.
As will be appreciated by one skilled in the art, aspects of the present invention may be embodied as a system, method or computer program product. Accordingly, aspects of the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment (including firmware, resident software, micro-code, etc.) or an embodiment combining software and hardware aspects that may all generally be referred to herein as a “circuit,” “module” or “system.” Furthermore, aspects of the present invention may take the form of a computer program product embodied in one or more computer readable medium(s) having computer readable program code embodied thereon.
Any combination of one or more computer readable medium(s) may be utilized. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Computer program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C++ or the like and conventional procedural programming languages, such as the “C” programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the latter scenario, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet Service Provider).
Aspects of the present invention are described below with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer readable medium that can direct a computer, other programmable data processing apparatus, or other devices to function in a particular manner, such that the instructions stored in the computer readable medium produce an article of manufacture including instructions which implement the function/act specified in the flowchart and/or block diagram block or blocks.
The computer program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other devices to cause a series of operational steps to be performed on the computer, other programmable apparatus or other devices to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide processes for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks.
Referring now to
In various embodiments, each one of user device 120, user device 130, event server 140, and social networking server 150 can include a laptop, tablet, or netbook personal computer (PC), a desktop computer, a personal digital assistant (PDA), a smart phone, a mainframe computer, or a networked server computer. Further, event server 140 and social networking server 150 can be computing systems utilizing clustered computers and components to act as single pools of seamless resources when accessed through network 110, or can represent one or more cloud computing datacenters. In general, each one of user device 120, user device 130, event server 140, and social networking server 150 can be any programmable electronic device as described in further detail with respect to
User device 120 and user device 130 each includes a social network client program, which operates as a client of social networking program 152. Each social network client program provides person 102 or person 104 with access to the social network at least partially hosted by social networking server 150. A social network client program can include, for example, a web browser or a stand-alone client program. User device 120 and user device 130 also each includes an event client program, which operates as a client of event program 142. An event client program can include, for example, a web browser or a stand-alone client program. In one embodiment, the event client program is distributed as an add-on to the social network client program, or in combination with the social network client program.
Social networking server 150 includes social networking program 152, which provides social networking services to members of its social network, such as person 102 and person 104, via their user devices, such as user device 120 and user device 130, each having a social network client program. The provision of social networking services includes tracking and enabling connections between members (including people, businesses, and other entities) or subsets of members. The connections and membership may be static or dynamic and the membership can include various subsets within a social network. As such, substantially every member of the social network has multiple “friends” (i.e., has multiple connections to other members) in the social network. Further, substantially every member of the social network also has friends-of-friends (e.g., has an extended network of more-distant connections, who are each “reachable” in the social graph by traversing two or more friend connections). The provision of social networking services also includes enabling members to participate in, comment on, and create content as a means of communicating with their social graph, as well as the public. Social network content includes, among other things, member profile pages, private messages between members, public posts made onto a member's own profile page by the member, public posts made on another member's profile page by a different member, and tags of members in public photographs, for example. Profile pages can include a combination of public and private information about a member that is visible to other members according to the member's privacy settings. Public posts can include member-generated text, as well as hyperlinks, pictures, or other forms of media. The permutations involving membership and content in a social network are many and not intended to be limiting.
As stated herein above, when a member of a social network wishes to share information with other members of the social network, it is known for the member to upload or copy and paste the information to a location on the social network as a social networking post, or to send the information in the form of a private message or email to other members. However, certain forms of information lack adequate context to enable recipients to respond in a useful way. Therefore, using current techniques, the quality and type of shared information in social networks is limited, and members may be less likely to share information with each other as a result.
According to embodiments of the present invention, event server 140 includes event program 142, which provides event determination services and template-based invitation generation services to social networking program 152. Event server 140 can communicate with user device 120 or user device 130 during the provision of these services, via an event client program of each user device. Event server 140 can also refer to dictionary and rules database 144, as well as invitation template database 146, while providing such services. The provision of event determination services and template-based invitation generation services includes performing text analytics on a member's social networking posts to determine if the member of the social network is posting about an upcoming event, and includes selecting a template in invitation template database 146 based on results of the text analytics. Text analytics can be performed using an Unstructured Information Management Architecture (UIMA) application configured to analyze unstructured information to discover knowledge that is relevant to event program 142, by processing plain text and identifying entities, such as persons, places, organizations; or relations, such as going-to or located-at. The performance of text analytics can also include applying annotators to text to produce annotations. Upcoming events can include, for example, location events, travel events, leisure events, business events, or any other event or activity that will take place in whole or in part in the future. If event program 142 determines the member of the social network is posting about an upcoming event, then event program 142 determines an invitation template based on the event, and generates an invitation based on the template. The invitation can be generated, based on the template, by populating the template with information in a social networking post, other information in the social network, or other information not in the social network. Each invitation template can include a collection of visual media, audio media, and display styles. The invitation to the event can be posted in association with, or transmitted contemporaneously with, the social networking post, so that the member's friends (and, in various embodiments, the member's extended network) can more readily learn about the posting member's plan to attend the event and can join the member at the event. In various embodiments, the member is provided with an option to select specific friends to invite to the upcoming event. Having coordinated with the member, event program 142 also coordinates with social networking program 152 to have the social networking post displayed in combination with the invitation or a link to the invitation, for example. The operation of event server 140 is discussed in detail below.
Communication 260, sent from user device 120 to social networking server 150, includes a social networking post prepared by person 102 that will be displayed by social networking program 152 as a public post made on the profile page of person 102. For example, the social networking post can include the text “This Saturday my daughter and I will be going to her 5th birthday party at the park!” In one or more embodiments of the invention, social networking server 150 posts the social networking post immediately for viewing by other members of the social network on a profile page of person 102 in parallel with further operations described in detail herein below. The immediately-available social networking post can be described as a “bare” social networking post. For example, if person 104 were to use user device 130 to access the profile page of person 102 at the presently described stage of operation, then in communication 270 the profile page of person 102 along with the bare social networking post would be transmitted to user device 130. However, as discussed below, after further operations communication 270 will include additional information.
Communication 262 is sent from social networking server 150 to event server 140, and may be responsive to social networking server 150 receiving communication 260. Communication 262 includes the social networking post, an instruction to perform event determination and template-based invitation generation, and additional context information relevant to completing the instructions. Upon receiving communication 262, event program 142 generates a blank event record and performs text analytics on the social networking post's text (e.g., “This Saturday my daughter and I will be going to her 5th birthday party at the park!” in the example given above) to determine if person 102 is posting about an upcoming event. During the analytics process, the blank event record is filled in with event information. To perform text analytics, event program 142 can parse the text using a text parser and compare the text against information in dictionary and rules database 144. Dictionary and rules database 144 can include definitions for words, synonyms for words, and rules for sentence construction and interpretation. For example, the text “This Saturday my daughter and I will be going to her 5th birthday party at the park!” can be parsed into portions, including annotations, involving actions, times and dates, places, participants, event types, and event subtypes.
In particular, event program 142 can determine an action in the text of the social networking post, based on the text “will be going to” and also based on a rule that identifies the use of the future tense in a social networking post. Typically, use of the future tense is a key indicator that a social networking post might be about a planned event. Further, event program 142 can fill out the blank event record with the time and date of the calendar date of the next Saturday, according to a rule that identifies the phrase “[this] [day of week]” as one which specifies a date in the future as being the next following instance of the stated day of the week. Further, event program 142 can fill out the blank event record with the place of the park closest in proximity to person 102, or closest in proximity to a residence of person 102, based on geographic information about person 102 transmitted from social networking server 150 as additional context information in communication 262. Further, event program 142 can fill out the blank event record with the participants identified in the social networking post, identifiable by use of the text “I” and “my daughter.” The use of the text “I,” as an indicator that person 102 himself or herself will be participating in the planned event, is a key indicator that the social networking post is one that an invitation should be generated for (because, generally, individuals are more likely to send out invitations to events that they will also be participating in personally).
Further, event program 142 can fill out the blank event record with the event type and one or several event subtypes identified in the social networking post. For example, the event type can be identifiable from the text “birthday,” “party,” or “birthday party.” The event subtype can be identified as a refinement, or narrowing, of the event type. For example, if event program 142 identifies the event type as “birthday,” the event subtype can be identified as “party.” Conversely, if event program 142 identifies the event type as “party,” the event subtype can be identified as “birthday.” Event program 142 can further refine or narrow the event type by considering additional information within the social networking post. For example, event program 142 can determine the gender pronoun “her” to identify the event subtype as a party, a birthday, or a birthday party for a woman or girl. Further still, event program 142 can determine the numerical indicator “5th” to identify the event subtype as a party, a birthday, or a birthday party for a five-year-old child, and can cross-reference this determination with the previous determination related to the numerical indicator “5th” to identify the event subtype as a party, a birthday, or a birthday party for a five-year-old girl.
Event program 142 can identify a wide variety of event types and event subtypes, based on dictionary and rules database 144, and is not limited to the above birthday party example. For example, event program 142 can identify a surprise party, a dinner party, a cocktail hour, a happy hour, a tea party, a tee time, a reception, a dance, a ball, a block party, a shower, a costume party, a fundraising party, a graduation party, a marriage-related get-together, or a housewarming, for example. Further, event program 142 can identify event subtypes for each of these events and for a number of additional events.
Thus, after receiving communication 262, event program 142 has performed text analytics to generate and fill in an event record with details about a possible future birthday party event involving person 102 and his or her daughter, on a Saturday following the date the social networking post was made, at a park. Event program 142 can use a quality rule and quality threshold in dictionary and rules database 144 to determine if the event record includes enough information of a sufficient quality to determine that the possible future event is likely. In particular, the quality rule can take into account what percentage of the blanks in the original blank event record have been filled in during the text analytics process. If all of the blanks have been filled in, such that the event record is data rich, then the resulting quality score will be high. Further, the quality rule can also take into account an event history of person 102, transmitted from social networking server 150 in communication 262. For example, if the event history of person 102 shows that person 102 has traveled with his or her daughter to the park in the past, or has annually used a social networking post to announce a child's birthday party, then the resulting quality score for the event record will be higher than if no information of these types is shown in the event history.
If the quality score of the event record satisfies the quality threshold, then event program 142 will treat the event record, generated from the social networking post, as a bona fide future event for which template-based invitation generation will be performed. In one embodiment, prior to generating an invitation from a template in invitation template database 146, event program 142 first confirms the event with and seeks additional details from person 102, by sending the event record in communication 264a to user device 120.
At user device 120, upon receiving communication 264a, the event client program prompts person 102 to determine if the details in the event record are correct. If event program 142 made an error during the performance of text analytics, then person 102 has an opportunity to correct them. For example, if the park determined by event program 142 is not the correct park, then person 102 can select a different park. For another example, if the event type or the event subtype determined by event program 142 are not correct, then person 102 can select a different event type or event subtype. Further, if event program 142 left blanks in the event record during the performance of text analytics, then person 102 has an opportunity to fill the blanks in. For example, because a specific time is not stated in the social networking post, person 102 can fill in this blank in with, for example, the information “11:00 AM.”
The event client program also prompts person 102 with the option to select specific members of the social network to invite. For example, person 102 can invite all of his or her friends on the social network, or a portion of his or her friends made by manual selection, or a subset of his or her friends predefined as a group. In particular, in the current example, person 102 might want to invite the group of all of his or her friends who are parents, as well as their children, to the birthday party in the park. The event client program can facilitate the selection process by presenting person 102 with a locally-stored copy of his or her friends, in one embodiment. In another embodiment, the event client program can retrieve the friends of person 102 from social networking server 150. After person 102 has determined that the event record is correct and complete and has selected specific people or categories of people to invite, then user device 120 sends this information to event server 140 in communication 266a.
Having determined that the social networking post includes a bona fide event for which template-based invitation generation will be performed, and having sent communication 264a and received communication 266a in response, event server 140 proceeds to generate an invitation from a template in invitation template database 146. In particular, event program 142 selects a template in invitation template database 146 by looking up a template based on one or more of the event type and event subtype in the event record. In one embodiment, a template is selected based on a ranking according to how well each one matches the event record. The templates can further be ranked according to how popular each template is generally, or how popular each template is relative to other templates with matching event types or matching event subtypes. Template popularity can be determined by, for example, the approval rate of each template, in accordance with the approval step discussed below. Invitation template database 146 can include a variety of templates, indexed at least by event type and event subtype, and optionally also by any other data field in the event record.
The invitation templates in invitation template database 146 can each include a collection of visual media, audio media, and display styles. For example, an invitation template for a child's birthday party can include visual media such as festive images of confetti and wrapped presents, audio media such as cheerful sound clips of laughter and music, and display styles such as cartoonish fonts. For another example, an invitation template for a different event, such as an outdoor barbecue, can include different media and styles (e.g., images of food cooking on an outdoor grill, etc.). Based on the example of the social networking post “This Saturday my daughter and I will be going to her 5th birthday party at the park!” event program 142 can select a template for a child's birthday party or a girl's birthday party, for example. Having selected a template, event program 142 generates the invitation, based on the template, by populating the template with one or more of information in the social networking post, information in the event record, other information in the social network, or other information not in the social network.
In one embodiment, prior to sending the invitation, generated from a template in invitation template database 146, to social networking server 150, event program 142 first approves the generated invitation with person 102, by sending the invitation in communication 264b to user device 120. At user device 120, upon receiving communication 264b, the event client program prompts person 102 to approve the invitation. If person 102 finds the invitation to be suitable, he or she can approve the invitation. However, if person 102 prefers a different invitation, then he or she can select another one. For example, in one embodiment person 102 can select a different invitation from the other invitation templates in invitation template database 146. In particular, the event client program of user device 120 can access invitation template database 146 to display alternatives to person 102. In one embodiment, the alternatives are ranked or organized according to how well each one matches the event record. After person 102 approves the invitation generated from a template in invitation template database 146, or selects a different invitation, the event client program of user device 120 can send the approval or selection to event server 140 in communication 266b. The approval rate (e.g., the rate at which a template is approved or selected by a user) can be tracked for each template in invitation template database 146, and can be used during a subsequent template suggestion to suggest a template with a high approval rate.
As discussed above, in one embodiment of the present invention, the two round-trip communications 264a, 266a, 264b, and 266b occur. In another embodiment, these can be collapsed into a single round-trip communication. In particular, event program 142 can send communications 264a and 264b to user device 120 together, such that person 102 can confirm the event, provide additional details, and approve the generated invitation contemporaneously (in such an embodiment, the invitation is generated without the benefit of person 102 having previously confirmed the event and provided additional details). Following these steps at user device 120, user device 120 can send communications 266a and 266b to event server 140 together.
After generating the invitation, and having the invitation approved (or after having a different invitation selected), event server 140 transmits the invitation to social networking server 150 in communication 268. The invitation may be generic with respect to the friends of person 102 receiving the invitation, or it may be tailored for individual recipients (e.g., the invitation can be duplicated, and each duplicate can include a different individual recipient's name). In one embodiment, event server 140 hosts the invitation by populating a web page, using the template, that includes all relevant information about the future event, and by generating a hyperlink to the web page. The web page may be hosted on event server 140 or on social networking server 150. In an embodiment in which the invitation web page is hosted on event server 140, the invitation transmitted in communication 268 includes a link to the web page. In an embodiment in which the invitation web page is hosted on social networking server 150, the invitation transmitted in communication 268 is the actual web page to be hosted. In another embodiment, the transmitted invitation is a document that includes all necessary event record data, visual media, audio media, and display styles, such as an ecard, an email, or a PDF document.
Having received communication 260, sent communication 262, and then received communication 268, social networking program 152 has thus received the social networking post including its text (e.g., “This Saturday my daughter and I will be going to her 5th birthday party at the park!”), as well as an invitation (or a group of invitations tailored for individual recipients) to the determined future event for the selected members of the social network. In one embodiment, social networking program 152 responsively posts the social networking post for viewing by other members of the social network on the profile page of person 102, along with a link to the invitation. The link to the invitation can be posted in the form of an invitation flag, a hyperlink, or by any other technique suitable for indicating that the displayed post is actionable in a manner to display the invitations. In another embodiment, social networking program 152 responsively posts the social networking post for viewing by other members of the social network on the profile page of person 102, and emails or private messages the invitation to the individual recipients.
After social networking program 152 posts the social networking post for viewing, person 104 can access social networking program 152 via user device 130 to view the profile page of person 102 as well as the displayed social networking post, transmitted in communication 270. If person 104 is one of the specific members of the social network selected by person 102 to receive the invitation, then in one embodiment communication 270 will include the link to the invitation in combination with the social networking post, so that both can be displayed on user device 130 and so that person 104 can accept the invitation. In another embodiment, communication 270 will include the actual invitation document in combination with the social networking post. Person 104 can accept the invitation by, for example, clicking on the link to the invitation, so that the invitation is transmitted to user device 130 from the location where it is hosted (e.g., at event server 140 or at social networking server 150), or can open the invitation if it was emailed or private messaged. However, if person 104 was not selected, then communication 270 will include only the bare social networking post.
In step 312, text analytics are performed on the social networking post to generate an event record. Text analytics can be performed using an Unstructured Information Management Architecture (UIMA) application configured to analyze unstructured information to discover knowledge that is relevant to event program 142, by processing plain text and identifying entities, such as persons, places, organizations; or relations, such as going-to or located-at. For example, event program 142 can receive the social networking post from social networking program 152 in communication 262 and perform text analytics on the post to generate and fill in an event record. In step 314, a quality determination is performed on the event record to determine if the event record represents a bona fide future event. For example, event program 142 can apply quality rules to the event record to determine if a quality threshold is satisfied. If so, the event record represents a bona fide future event.
In step 316, errors in the event record are corrected, blanks in the event record are filled in, and specific invitations are determined. For example, event program 142 can send communication 264a to user device 120, with which person 102 can correct errors, fill in blanks, and determine specific invitations to other members. Having completed these tasks, user device 120 can send results back to event program 142 via communication 266a. In step 318, an invitation is generated from an invitation template based on an event record. For example, event program 142 can generate an invitation by looking up a template based on one or more of the event type and event subtype in the event record.
In step 320, the generated invitation is approved, or a different invitation template is selected. For example, event program 142 sends the invitation in communication 264b to user device 120. The event client program of user device 120 prompts person 102 to approve the invitation or to select another one. After person 102 approves the invitation generated from a template in invitation template database 146, or selects a different invitation, the event client program of user device 120 can send the approval or selection to event server 140 in communication 266b.
In step 322, the social networking post and invitation is posted for viewing by invited members of the social network. For example, social networking program 152 can receive the invitation in communication 268, and can make the social networking post and the invitation available for viewing by other members of the social network on the profile page of person 102. In one embodiment, a link to the invitation can be posted in the form of an invitation flag, a hyperlink, or by any other technique suitable for indicating that the displayed post is actionable in a manner to display the invitation. If a viewing member utilizing user device 130 is one of the specific members of the social network selected by person 102 to receive the invitation, then he or she will see the link to the invitation in combination with the social networking post. The viewing member may select the link, and responsive to the selection the hosting server (e.g., event server 140 or social networking server 150) may transmit the invitation to user device 130, so that the viewing member may accept the invitation upon viewing it. However, if the viewing member was not selected, then he or she will see only the bare social networking post. In another embodiment, if a viewing member utilizing user device 130 is one of the specific members of the social network selected by person 102 to receive the invitation, then he or she will receive the invitation by email or private message.
Referring now to
In computer system 400 there is computer 412, which is operational with numerous other general purpose or special purpose computing system environments or configurations. Examples of well-known computing systems, environments, and/or configurations that may be suitable for use with computer 412 include, but are not limited to, personal computer systems, server computer systems, thin clients, thick clients, handheld or laptop devices, multiprocessor systems, microprocessor-based systems, set top boxes, programmable consumer electronics, network PCs, minicomputer systems, mainframe computer systems, and distributed cloud computing environments that include any of the above systems or devices, and the like. Each one of user device 120, user device 130, event server 140, and social networking server 150 can include or can be implemented as an instance of computer 412.
Computer 412 may be described in the general context of computer system executable instructions, such as program modules, being executed by a computer system. Generally, program modules may include routines, programs, objects, components, logic, data structures, and so on that perform particular tasks or implement particular abstract data types. Computer 412 may be practiced in distributed cloud computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed cloud computing environment, program modules may be located in both local and remote computer system storage media including memory storage devices.
As further shown in
Bus 418 represents one or more of any of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, and a processor or local bus using any of a variety of bus architectures. By way of example, and not limitation, such architectures include Industry Standard Architecture (ISA) bus, Micro Channel Architecture (MCA) bus, Enhanced ISA (EISA) bus, Video Electronics Standards Association (VESA) local bus, and Peripheral Component Interconnect (PCI) bus.
Computer 412 typically includes a variety of computer system readable media. Such media may be any available media that is accessible by computer 412, and includes both volatile and non-volatile media, and removable and non-removable media.
Memory 428 can include computer system readable media in the form of volatile memory, such as random access memory (RAM) 430 and/or cache 432. Computer 412 may further include other removable/non-removable, volatile/non-volatile computer system storage media. By way of example only, storage system 434 can be provided for reading from and writing to a non-removable, non-volatile magnetic media (not shown and typically called a “hard drive”). Although not shown, a magnetic disk drive for reading from and writing to a removable, non-volatile magnetic disk (e.g., a “floppy disk”), and an optical disk drive for reading from or writing to a removable, non-volatile optical disk such as a CD-ROM, DVD-ROM or other optical media can be provided. In such instances, each can be connected to bus 418 by one or more data media interfaces. As will be further depicted and described below, memory 428 may include at least one program product having a set (e.g., at least one) of program modules that are configured to carry out the functions of embodiments of the invention.
Program 440, having one or more program modules 442, may be stored in memory 428 by way of example, and not limitation, as well as an operating system, one or more application programs, other program modules, and program data. Each of the operating system, one or more application programs, other program modules, and program data or some combination thereof, may include an implementation of a networking environment. Program modules 442 generally carry out the functions and/or methodologies of embodiments of the invention as described herein. Each one of event program 142 and social networking program 152 can be implemented as or can be an instance of program 440.
Computer 412 may also communicate with one or more external devices 414 such as a keyboard, a pointing device, etc., as well as display 424; one or more devices that enable a user to interact with computer 412; and/or any devices (e.g., network card, modem, etc.) that enable computer 412 to communicate with one or more other computing devices. Such communication can occur via Input/Output (I/O) interfaces 422. Still yet, computer 412 can communicate with one or more networks such as a local area network (LAN), a general wide area network (WAN), and/or a public network (e.g., the Internet) via network adapter 420. As depicted, network adapter 420 communicates with the other components of computer 412 via bus 418. It should be understood that although not shown, other hardware and/or software components could be used in conjunction with computer 412. Examples, include, but are not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data archival storage systems, etc.
The flowchart and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the Figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems that perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
McNeil, Kristin E., Mun, Soomi
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